Fairness without the sensitive attribute via Causal Variational Autoencoder

10 September 2021

Papers citing "Fairness without the sensitive attribute via Causal Variational Autoencoder"

15 / 15 papers shown

Title
Fairness without Demographics through Learning Graph of Gradients Yingtao Luo Z. Li Qiang Liu Jun Zhu 74 0 0 31 Dec 2024
Alpha and Prejudice: Improving $α$ -sized Worst-case Fairness via Intrinsic Reweighting Jing Li Yinghua Yao Yuangang Pan Xuanqian Wang Ivor Tsang Xiuju Fu FaML 35 0 0 05 Nov 2024
Towards Harmless Rawlsian Fairness Regardless of Demographic Prior Xuanqian Wang Jing Li Ivor Tsang Yew-Soon Ong 24 0 0 04 Nov 2024
Fairness without Sensitive Attributes via Knowledge Sharing Hongliang Ni Lei Han Tong Chen S. Sadiq Gianluca Demartini 34 2 0 27 Sep 2024
Fair Recommendations with Limited Sensitive Attributes: A Distributionally Robust Optimization Approach Tianhao Shi Yang Zhang Jizhi Zhang Fuli Feng Xiangnan He 31 0 0 02 May 2024
Towards Counterfactual Fairness-aware Domain Generalization in Changing Environments Yujie Lin Chen Zhao Minglai Shao Baoluo Meng Xujiang Zhao Haifeng Chen 14 3 0 22 Sep 2023
Improving Fairness in Deepfake Detection Yan Ju Shu Hu Shan Jia George H. Chen Siwei Lyu 21 31 0 29 Jun 2023
Contagion Effect Estimation Using Proximal Embeddings Zahra Fatemi Elena Zheleva 24 1 0 04 Jun 2023
Manifestations of Xenophobia in AI Systems Nenad Tomašev J. L. Maynard Iason Gabriel 24 9 0 15 Dec 2022
A survey of Identification and mitigation of Machine Learning algorithmic biases in Image Analysis Laurent Risser Agustin Picard Lucas Hervier Jean-Michel Loubes FaML 25 5 0 10 Oct 2022
Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey Max Hort Zhenpeng Chen Jie M. Zhang Mark Harman Federica Sarro FaML AI4CE 31 159 0 14 Jul 2022
Learning Fair Models without Sensitive Attributes: A Generative Approach Huaisheng Zhu Suhang Wang FaML 31 10 0 30 Mar 2022
A Fair Pricing Model via Adversarial Learning Vincent Grari Arthur Charpentier Marcin Detyniecki 14 13 0 24 Feb 2022
FairMask: Better Fairness via Model-based Rebalancing of Protected Attributes Kewen Peng Joymallya Chakraborty Tim Menzies FaML 35 29 0 03 Oct 2021
Learning Adversarially Fair and Transferable Representations David Madras Elliot Creager T. Pitassi R. Zemel FaML 233 673 0 17 Feb 2018